TSMC accelerates fab expansion and partners with NVIDIA on AI-driven manufacturing
Taiwan Semiconductor Manufacturing Company details Super GIGAFABS operations and capacity fungibility initiatives while NVIDIA integrates its AI models into fab workflows to optimise production yields.

Taiwan Semiconductor Manufacturing Company (TSMC) has outlined an aggressive expansion strategy during its 2026 Technology Symposium held on 28 May 2026. The world’s leading dedicated semiconductor foundry announced that it has accelerated new fab construction to twice the usual pace, alongside a commitment to establishing a comprehensive global footprint.
The company detailed specific operational initiatives designed to maximise output and expedite capacity. These measures include the execution of Super GIGAFABS operations and the implementation of capacity fungibility. TSMC also highlighted the deployment of AI-driven technologies aimed at boosting production volumes for its N3, N5, and N7 process nodes.
Following the symposium, NVIDIA announced a partnership with TSMC on 31 May 2026 to integrate advanced AI models into semiconductor manufacturing workflows. The collaboration involves incorporating NVIDIA’s CUDA-X libraries, Metropolis, and TAO Toolkit directly into TSMC’s operations.
This integration brings vision AI into fabrication plants to automate defect inspection and optimise lithography, simulations, and process control. By leveraging accelerated computing, the partnership aims to scale manufacturing efficiency and improve yields on advanced-node chips.
C.C. Wei, chairman and CEO of TSMC, stated that the collaboration strengthens the company’s technology leadership and manufacturing excellence. He noted that using NVIDIA’s accelerated computing and AI across fab operations, lithography, process control, and inspection supports the success of customers’ future products.
Founded in 1987 and based in Taiwan, TSMC engages in the manufacturing and sale of integrated circuits and wafer-level semiconductor devices. The company is listed on the New York Stock Exchange under the ticker TSM and is recognised as one of the top holdings in Chase Coleman’s Tiger Global Portfolio.


